GLOVEX @ UMN

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1. DMPlug DMPlug Public

   This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).

   Python 76 8

2. PyGRANSO PyGRANSO Public

   PyGRANSO: A PyTorch-enabled port of GRANSO with auto-differentiation

   Jupyter Notebook 45 8

3. NCVX NCVX Public

   NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning

   38 2

4. Early_Stopping_for_DIP Early_Stopping_for_DIP Public

   Official Implementation of Early Stopping for Deep Image Prior (TMLR)

   Jupyter Notebook 29 6

5. Deep-Random-Projector Deep-Random-Projector Public

   Deep Random Projector: Accelerated Deep Image Prior

   Python 18 2

6. Deeplifting Deeplifting Public

   This repository delves into a research field we refer to as "deeplifting". Deeplifting merges the domains of deep learning and optimization, proposing a novel approach to solve optimization problem…

   Jupyter Notebook 9